cap-ntu / iTCM-DatasetsLinks
These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and healthier buildings” in the tropics (e.g., Singapore). Leveraging pr…
☆11Updated 5 years ago
Alternatives and similar repositories for iTCM-Datasets
Users that are interested in iTCM-Datasets are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- ☆33Updated last year
- A precocial reinforcement learning solution for HVAC control☆55Updated 4 years ago
- Agent-based simulation of social interaction (Social Force Model and Self-Propelled Brownian Particles)☆10Updated 6 months ago
- ☆14Updated last year
- Supplementary material to the paper "An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control".☆15Updated 11 months ago
- Smart City project - Forecasting and optimizing HVAC system parameters in a large public building.☆12Updated 3 years ago
- Data Center Environment and Reinforcement Learning (RL) Control☆20Updated last year
- DRL based Building Energy Management System for universal deploying in any buildings with Multi-VAV system☆25Updated 7 months ago
- ☆10Updated 7 years ago
- Deep reinforcement learning-based control of room temperature and bidirectional EV charging☆14Updated 3 years ago
- The code for paper 'STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning'☆14Updated 11 months ago
- Neural Laplace Control for Continuous-time Delayed Systems - an offline RL method combining Neural Laplace dynamics model and MPC planner…☆13Updated 2 years ago
- ☆31Updated 10 months ago
- Thesis: Application of Reinforcement Learning for the Control of Nonlinear Dynamical Systems☆18Updated 5 years ago
- Simplified electric vehicle charge optimization based on Hoke (2011).☆14Updated 5 years ago
- Introduction to Reinforcement Learning: A Short Course☆19Updated 5 years ago
- Predicting energy efficiency from Energy Performance Certificates (EPC) using machine learning☆16Updated 5 years ago
- ☆16Updated 3 years ago
- Generate AAS models from PDF raw text with LLM. (still under construction)☆14Updated 2 months ago
- This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and…☆31Updated 2 years ago
- Prediction of Energy Consumption using Machine Learning for Energy Sustainability☆19Updated 6 years ago
- Segway Simulation Environment☆11Updated 4 years ago
- ☆13Updated 3 years ago
- This repository contains code related to solving and visualizing the Bi-Directional Electric Vehicle Routing Problem (B-EVRP) as well as …☆18Updated 3 years ago
- Primal-Dual Policy Learning Simple Example☆15Updated 4 years ago
- A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.☆71Updated 2 years ago
- [Applied Energy] This work proposes an Input Convex LSTM neural network for real-time neural network-based optimization.☆16Updated 4 months ago
- AlphaHydrogen is an open source OpenAI Gym environment that simulates the energy system of a residential community with distributed renew…☆16Updated 3 years ago
- PI Controller vs Reinforcement Learning to control temperature inside a room☆28Updated 4 years ago